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1 DEIM Forum 2015 G7-6 Twitter , Twitter Twitter Twitter 4 Twitter. 1. Twitter Twitter Twitter Foursquare 2 Instagram 3 Twitter [1] Foursquare Instagram. 1 Twitter 2 Foursquare 3 Instagram [1] Foursquare Instagram,, 3, Twitter

2 Twitter [2] K-means Twitter Twitter Twitter Twitter [3] ANPI NLP [4] [5] Google Places API 4 Yahoo! API Google Directions API Google Places API Yahoo! API API Google Places API Geocoding API 7 Google Places API 20 aquarium hospital Google 20 Google Places API API API Yahoo! 4 Google Places API 5 Yahoo! API webapi/chiebukuro/chiebukuro/v1/questionsearch.html 6 Google Directions API documentation/directions/ 7 Geocoding API

3 amusement park aquarium cafe establishment museum / park place of worship restaurant spa zoo 1 1 F API c A c L c R c R c = L c/a c (1) R c F F F F Twitter URL swarmapp.com 4sq.com 2 URL tou.ch 3 URL instagram.com 4 URL.jpg.png 5 1 Foursquare Foursquare 2 8 Foursquare 3 Instagram Instagram 4 Instagram bot bot Twitter 5 Twitter atin 3 Sen Sen yamada/ir/morphologicalanalyzer/sen.html

4 3 / /+ / / - + /+ /++ / + / atin 4 4 Foursquare 4 Foursquare I m at (@ Google Directions API Google Directions API km A B 2 A A A A A B A B 1 A B A B 10/40 = A /50 =

5 4 Foursquare 6:20 (Sendai Airport - SDJ/RJSS) in, ) 9:33 I m at (ITM/RJOO) in, 12:20 (@ (Kiyomizu-dera Temple) in, ) 12:44 I m at in, 15:01 I m at 15:56 (@ (Kitano-Tenmangu Shrine) in, ) 17:53 (@ in, ) / / / - + Wikipedia 11 Weblio 12 2, Wikipedia MediaWiki API 13 Wikipedia 11 Wikipedia ja.wikipedia.org/wiki/ 12 Weblio 13 MediaWiki API page/ A /80 = P S P G T S T G R =< P S P G > P S S i M S,i S i P G M i,g 2 S i S j M i,j S i V i t X = T S + M S,i + V i/2 Y = T G M i,g V i/2 S i Z max X< = t< = Y (S i) 8 Z(S i) 0, Z(S i) 3,, Z(S i) 21 Z max X< = t< = Y (S i) ZX< max = t< = Y (S i ) = max Z 3j (S i ) (2) X/3 < = j< = Y /3 Z max X< = t< = Y (S i ) > = (3) T G T S > = M S,i + V i + M i,g (4) S U 1 S U R S U R =< P S S U P G > 2

6 Phase 3 Phase 3 Phase 2 S U S i minti D S i maxti A Phase 2 mintu D 16 maxtu A T S maxtu A mintu D T G (3) (4) S A S B (3) (4) X Y P S P G S A S B 2 S B S A S B mintu D T G S U R =< P S S U S B P G > S B Phase 1 2 X = T S + M S,U + V U /2 Y = T G M U,G V U /2 Z max X< = t< = Y (S U ) Phase S U V U S U S U T G 19 S U P G M U,G S U T G S U 2 Phase Phase 5 Phase 4 Phase 4 S B Phase 1 S B X = mint D U + M U,B + V B/2 Y = T G M B,G V B/2 Z max X< = t< = Y (S B) Phase 5 Phase S B V B 60 S B mint D U S U M U,B 30 S B S U Phase maxt A B M U,B 30 S U S U S B 2 Phase 5 Phase 6 Phase 6 Phase 5 Phase 5 mint D U 16 maxt A U 15 mint D B maxt A B R =< P S S U S B P G >

7 P S S U S U S B S B P G T S maxtu A mintu D maxtb A mintb D T G S C S D S E S C S D S E 2 S C S D S E S C T S maxtu A P S R =< P S S C S U S B P G > Phase 4 Phase 5 Phase F F Google Maps API 14 Google A 11 H 19 3 D 4 F B 4 3 B C B D C E E F G 14 Google Maps API

8 3 F G Twitter Google Places API Yahoo! API 0.859, 0.890, F [1] Vol 2013-DBS-158 No 28 pp [2] 22 Vol [3] Twitter 18 pp [4] 20 Web 2011 [5] Vol 106 No 149 pp

DEIM Forum 2019 F {niitsuma, Twitter 1 SNS Twitter 1 450

DEIM Forum 2019 F {niitsuma, Twitter 1 SNS Twitter 1 450 DEIM Forum 2019 F1-5 700 8530 3-1-1 700 8530 3-1-1 E-mail: pbaa7nh3@s.okayama-u.ac.jp, {niitsuma, ohta}@cs.okayama-u.ac.jp Twitter 1 SNS Twitter 1 4500 140 [1] Twitter 4 [2] 2 1 2 4 2 1 1 Twitter https://twitter.com/

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